Neural networks, the intricate systems of artificial intelligence, have transformed fields from natural language processing. Yet, their inner workings remain a cryptic black box. This article aims to uncover the secrets of these neural networks, exploring their organization and how they learn. We'll venture into the layers of a neural network, deci